van der Schaar, Mihaela

Reputation-based incentive protocols in crowdsourcing applications

Zhang, Y., & van der Schaar, M. (2012) · 2012 Proceedings IEEE INFOCOM

Mobile Crowdsensing and CrowdsourcingGame Theory and Applications

Cited by 315

Artificial intelligence and machine learning algorithms for early detection of skin cancer in community and primary care settings: a systematic review

Jones, O. T., Matin, R. N., van der Schaar, M., Prathivadi Bhayankaram, K., Ranmuthu, C. K. I., Islam, M. S., Behiyat, D., Boscott, R., Calanzani, N., Emery, J., et al. (2022) · The Lancet Digital Health

Cutaneous Melanoma Detection and ManagementAI in cancer detection

Cited by 272

Machine learning to guide the use of adjuvant therapies for breast cancer

Alaa, A. M., Gurdasani, D., Harris, A. L., Rashbass, J., & van der Schaar, M. (2021) · Nature Machine Intelligence

Breast Cancer Treatment StudiesAI in cancer detection

Cited by 55

A Variational Information Bottleneck Approach to Multi-Omics Data Integration

Lee, C., & van der Schaar, M. (2021) · arXiv

Bioinformatics and Genomic NetworksGene expression and cancer classification

Cited by 50

Strictly Batch Imitation Learning by Energy-based Distribution Matching

Jarrett, D., Bica, I., & van der Schaar, M. (2020) · arXiv

Reinforcement Learning in RoboticsMachine Learning and Algorithms

Cited by 17